Triple
T1516723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbus, Mississippi |
E32136
|
entity |
| Predicate | regionalPartnerWith |
P27502
|
FINISHED |
| Object |
Starkville, Mississippi
Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
|
E173733
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Starkville, Mississippi | Statement: [Columbus, Mississippi, regionalPartnerWith, Starkville, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starkville, Mississippi Context triple: [Columbus, Mississippi, regionalPartnerWith, Starkville, Mississippi]
-
A.
Meridian, Mississippi
Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
-
B.
Tupelo, Mississippi
Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
-
C.
Tuscaloosa, Alabama
Tuscaloosa, Alabama is a city in western Alabama known as the home of the University of Alabama and a regional center for education, healthcare, and industry.
-
D.
Hattiesburg, Mississippi
Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
-
E.
Jackson, Mississippi
Jackson, Mississippi is the capital and largest city of Mississippi, historically significant as a major center of activism and conflict during the American civil rights movement.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Starkville, Mississippi Triple: [Columbus, Mississippi, regionalPartnerWith, Starkville, Mississippi]
Generated description
Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Starkville, Mississippi Target entity description: Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
-
A.
Meridian, Mississippi
Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
-
B.
Tupelo, Mississippi
Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
-
C.
Tuscaloosa, Alabama
Tuscaloosa, Alabama is a city in western Alabama known as the home of the University of Alabama and a regional center for education, healthcare, and industry.
-
D.
Hattiesburg, Mississippi
Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
-
E.
Jackson, Mississippi
Jackson, Mississippi is the capital and largest city of Mississippi, historically significant as a major center of activism and conflict during the American civil rights movement.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regionalPartnerWith Context triple: [Columbus, Mississippi, regionalPartnerWith, Starkville, Mississippi]
-
A.
coalitionPartnerWith
Indicates that two entities are formally aligned in a cooperative coalition, sharing goals or actions as partners within that coalition.
-
B.
councilPartner
Indicates a formal collaborative relationship in which an entity serves as a partner within or to a council.
-
C.
expansionPartner
Indicates a relationship where one entity collaborates with another to support or drive its growth into new markets, regions, or domains.
-
D.
hasPartner
Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
-
E.
hasPartnerOrganization
chosen
Indicates that an entity is formally associated or collaborates with another entity as a partner organization.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9396e16408190b5e7b0ac43376d81 |
completed | March 5, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294b16e481908a0b3cf7fd774caa |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad29f4edc48190b78a6df091e289ab |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a78b9608190b70f8d0ae531618d |
completed | March 8, 2026, 7:51 a.m. |
| PD | Predicate disambiguation | batch_69a907aa67cc81909f00135365447399 |
completed | March 5, 2026, 4:33 a.m. |
Created at: March 4, 2026, 7:26 p.m.